AI Use Case Library

Discover how AI can solve your business challenges

Sometimes, all you need is this one inspiring idea which pushes you towards a great solution idea to resolve on of your business issues. If you empathize with this feeling, rest assured that you are not alone.

This is the reason why I created this library. It collects some of the most popular and relevant use cases. They all have in common, that they are enabled by latest AI technologies. The collection is growing steadily! In case you find it interesting, think about saving it in your browser's bookmarks.

There are two ways to use this collection:

• Classic use: read through the overview below, and click on the use case tiles that interest you.
• Interactive search via AI: you download a small AI model into your browser, describe your business challenge in a sentence and the AI prefilters those use cases that are most relevant to your specific situation.

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Personalized Content Production for Marketing

Hyperpersonalized content for customers and faster time-to-market

AI Strategy and Implementation in Finance

Integrate AI into operations to help realize use cases

Democratizing AI Development with No-Code Tools

Reduce dependency on IT experts to operate AI

Product Catalog Enrichment for E-Commerce

A retailer automated categorization of products, cutting manual effort and boosting search conversion rates.

AI-Enabled Antibody Discovery and Optimization for Faster Drug Development

AI accelerates antibody discovery, reducing optimization cycles and bringing better drugs to patients faster.

AI in Healthcare meets data privacy

Healthcare organizations develop AI models on sensitive patient data while maintaining strict privacy compliance.

5G Energy Efficiency Optimization

Optimize energy management based on real-time data without sacrificing performance.

Accelerating Sales and Customer Service Efficiency

AI assistants cut customer research time from hours to minutes, recovering millions in lost sales revenue.

Automated Transcription for Media and Journalism

Automated transcription transforms hours of manual work into minutes, enabling faster reporting and centralized content management.

Zero-Touch Manufacturing with AI and Digital Twins

Digital twins simulate manufacturing processes, eliminating physical prototypes and accelerating product integration on production lines.

Contract Management Automation

AI automates contract reviews, cutting analysis time by 80% and enabling non-legal teams to handle routine agreements.

Legal Content Generation and Analysis for Law Firms

AI analyzes legal documents and generates insights, freeing lawyers to focus on strategic work while reducing costs.

Analyzing Racial Bias in Real Estate Descriptions

NLP uncovers racial bias in real estate listings, enabling fairer AI systems and compliant property recommendations.

Investment Policy Retrieval

RAG-powered search instantly retrieves investment policies, accelerating specialist decision-making and eliminating documentation bottlenecks.

Assistant for Product Strategy and Generative Ideation

AI assistant guides product teams through structured ideation, accelerating strategy development and creative concept generation.

Transforming Excel Data into Predictive Business Intelligence

Foundation models transform Excel data into forecasts, enabling small companies to predict demand and costs without ML expertise.

AI Agents for Algorithmic Trading and Market Simulation

AI trading agents simulate market conditions and coordinate strategies, improving portfolio resilience and risk management.

Automating Routine Knowledge Tasks in Healthcare

AI automates clinical documentation and transcription, freeing healthcare staff to focus on patient care.

Clinical Trials: Optimizing Design, Recruitment, and Monitoring

AI optimizes clinical trial design, site selection, and recruitment, reducing costs and accelerating drug development timelines.

Supply Chain Optimization for a Leading Confectioner

AI predicts commodity prices and optimizes procurement, reducing supply chain costs while protecting profit margins.

Demand Forecasting for Inventory Optimization

AI forecasts demand across stock keeping units and locations, reducing stockouts and excess inventory while cutting carrying costs.

Autonomous Drone-Based Infrastructure Inspection

Autonomous drones inspect infrastructure and detect defects, eliminating human risk while reducing downtime and maintenance costs.

Transformation of Tasks in Legal Practice

AI automates legal research and document review, accelerating case resolution while improving outcomes and attorney satisfaction.

Accelerate drug discovery from 10+ to 2.5 years

Insilico Medicine developed the world's first entirely AI-discovered and AI-designed drug candidate to demonstrate positive Phase 2a clinical trial results for idiopathic pulmonary fibrosis.

Reduce time for stroke detection by 44%

Viz.ai's AI-powered platform automatically detects large vessel occlusion strokes from CT imaging and coordinates care teams, significantly reducing time-to-treatment for stroke patients.

Enhance productivity with knowledge base and content generation

JPMorgan Chase deployed LLM Suite, a proprietary generative AI assistant powered by OpenAI's technology, to over 200,000 employees across all divisions to boost productivity in writing, research, and coding tasks.

Speed up and improve fraud detection for card payments

Mastercard deployed proprietary generative AI technology that doubled the speed of detecting compromised payment cards and reduced false positives by up to 200%, processing data across billions of cards and millions of merchants in real-time.

Process insurance claims in seconds

InsurTech company Lemonade processes nearly half of all insurance claims automatically using AI Jim, their AI-powered claims bot that famously settled a genuine claim in just 2 seconds — assessing the claim, running anti-fraud algorithms, and initiating bank payment.